SOTAVerified

Graph Embedding

Graph embeddings learn a mapping from a network to a vector space, while preserving relevant network properties.

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Papers

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Showing 101–125 of 1192 papers

TitleStatusHype
Graph-based prediction of Protein-protein interactions with attributed signed graph embeddingCode1
Graph-based Semi-supervised Learning: A Comprehensive ReviewCode1
Adaptive Graph Auto-Encoder for General Data ClusteringCode1
One-Hot Graph Encoder EmbeddingCode1
Representation Learning for Attributed Multiplex Heterogeneous NetworkCode1
A Broader Picture of Random-walk Based Graph EmbeddingCode1
Adaptive Graph Encoder for Attributed Graph EmbeddingCode1
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes AnalysisCode1
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewCode1
Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement LearningCode1
Inductive Relation Prediction by Subgraph ReasoningCode1
Inference Attacks Against Graph Neural NetworksCode1
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
A Multi-purposed Unsupervised Framework for Comparing Embeddings of Undirected and Directed GraphsCode1
Expressive Power of Invariant and Equivariant Graph Neural NetworksCode1
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node EmbeddingsCode1
Jointly Non-Sampling Learning for Knowledge Graph Enhanced RecommendationCode1
Analogical Inference Enhanced Knowledge Graph EmbeddingCode1
k-Graph: A Graph Embedding for Interpretable Time Series ClusteringCode1
Knowledge Graph Embedding for Link Prediction: A Comparative AnalysisCode1
Knowledge Graph Embedding Methods for Entity Alignment: An Experimental ReviewCode1
Continual Learning of Knowledge Graph EmbeddingsCode1
Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction PerspectiveCode1
An energy-based model for neuro-symbolic reasoning on knowledge graphsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeepGGEntropy Difference0—Unverified